Talk like a Graph : Encoding Graphs for LLMs

In this note, I will cover the following paper "Talk like a Graph : Encoding Graphs for LLMs". It provides a comprehensive study of encoding graph-structured data as texts by LLMs.

1. Overview

1. LLMs performance on graph task varies because of :

   • Graph encoding method
   • Nature of graph task
   • Structure of graph